Class: MultiModalEmbedding

Hierarchy

• BaseEmbedding

  ↳ MultiModalEmbedding

  ↳↳ ClipEmbedding

Constructors

constructor

• new MultiModalEmbedding(): MultiModalEmbedding

Returns

MultiModalEmbedding

Inherited from

BaseEmbedding.constructor

Methods

getImageEmbedding

▸ getImageEmbedding(images): Promise<number[]>

Parameters

Name	Type
images	ImageType

Returns

Promise<number[]>

Defined in

packages/core/src/embeddings/MultiModalEmbedding.ts:9

---

getImageEmbeddings

▸ getImageEmbeddings(images): Promise<number[][]>

Parameters

Name	Type
images	ImageType[]

Returns

Promise<number[][]>

Defined in

packages/core/src/embeddings/MultiModalEmbedding.ts:11

---

getQueryEmbedding

▸ getQueryEmbedding(query): Promise<number[]>

Parameters

Name	Type
query	string

Returns

Promise<number[]>

Inherited from

BaseEmbedding.getQueryEmbedding

Defined in

packages/core/src/embeddings/types.ts:15

---

getTextEmbedding

▸ getTextEmbedding(text): Promise<number[]>

Parameters

Name	Type
text	string

Returns

Promise<number[]>

Inherited from

BaseEmbedding.getTextEmbedding

Defined in

packages/core/src/embeddings/types.ts:14

---

similarity

▸ similarity(embedding1, embedding2, mode?): number

Parameters

Name	Type	Default value
embedding1	number[]	undefined
embedding2	number[]	undefined
mode	SimilarityType	SimilarityType.DEFAULT

Returns

number

Inherited from

BaseEmbedding.similarity

Defined in

packages/core/src/embeddings/types.ts:6

---

transform

▸ transform(nodes, _options?): Promise<BaseNode<Metadata>[]>

Parameters

Name	Type
nodes	BaseNode<Metadata>[]
_options?	any

Returns

Promise<BaseNode<Metadata>[]>

Inherited from

BaseEmbedding.transform

Defined in

packages/core/src/embeddings/types.ts:17